Improving early detection of Alzheimer’s disease through MRI slice selection and deep learning techniques

Improving early detection of Alzheimer’s disease through MRI slice selection and deep learning techniques

Abstract Alzheimer’s disease is a progressive neurodegenerative disorder marked by cognitive decline, memory loss, and behavioral changes. Early diagnosis, particularly identifying Early Mild Cognitive Impairment (EMCI), is vital for managing the disease and improving patient outcomes. Detecting EMC...

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Bibliographic Details
Main Authors: Begüm Şener, Koray Açıcı, Emre Sümer
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Alzheimer’s disease
Slice selection
Deep learning
Vision transformers
Early Mild Cognitive Impairment
Online Access:https://doi.org/10.1038/s41598-025-14476-0
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